{"id":"W4406664926","doi":"10.1159/000543384","title":"Near-Term and Intrapartum Care of Mothers for Perinatal and Newborn Outcomes","year":2025,"lang":"en","type":"review","venue":"Neonatology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Meconium aspiration syndrome; Obstetrics; Childbirth; Psychological intervention; Chorioamnionitis; Checklist; Pregnancy; Respiratory distress; Meconium; Pneumonia; Pediatrics; Intensive care medicine; Gestational age; Fetus; Nursing; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326851,0.0002736486,0.0006136865,0.001055276,0.0003052497,0.0007013719,0.0006905066,0.0006700672,0.007299277],"category_scores_gemma":[0.01208907,0.0001012724,0.001288797,0.001064338,0.0002367499,0.0005661359,0.000992432,0.0007179887,0.0003673251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284087,"about_ca_system_score_gemma":0.003418761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139794,"about_ca_topic_score_gemma":0.009857616,"domain_scores_codex":[0.9984797,0.0007332829,0.0001675545,0.0001480913,0.0003373926,0.0001339747],"domain_scores_gemma":[0.9967974,0.001241706,0.001264848,0.00007569837,0.0003433279,0.000277138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001428625,0.0003349536,0.1367279,0.05717885,0.004088277,0.0005559539,0.0009260399,0.000738013,0.000424675,0.003041689,0.02845977,0.7660953],"study_design_scores_gemma":[0.0008875937,0.002356326,0.6202561,0.2506864,0.009145249,0.002417786,0.001479651,0.0008568864,0.000616787,0.004239449,0.1069693,0.00008844499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09918936,0.853747,0.001015938,0.02126081,0.001149508,0.0003108474,0.005289102,0.00007024558,0.01796724],"genre_scores_gemma":[0.5972736,0.391488,0.002661122,0.003090434,0.0007657228,0.0006354764,0.002382284,0.00001611775,0.001687262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01139794,"threshold_uncertainty_score":0.02441853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642695543771809,"score_gpt":0.3521645764859749,"score_spread":0.3357376210482568,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}